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Vision-Centric Financial Swarm

A private financial-document prototype exploring visual retrieval, region cropping, and agent-assisted verification.

Sources reviewed: 2026-09-12

01 / CONTEXT

The problem

Financial pages carry information in charts, tables, and layout as well as text.

02 / OWNERSHIP

My contribution

  • Led the project requirements and choices, with AI-assisted implementation and review.
Working approach: product-led, AI-assisted implementation, followed by review and iteration.
03 / ENGINEERING JUDGMENT

Decisions & tradeoffs

01

Keep the public scope narrow

The choice
Describe only the concept already published on the portfolio.
The tradeoff
The implementation cannot be assessed from this page alone.
How it is checked
The linked earlier portfolio snapshot records the public description.

What the work shows

The project is represented by its previously published concept only; no public result or performance claim is added.

FROM CLAIM TO SOURCE

Follow the evidence

What this does not establish

  • Source code is not public. Only the existing public description is used.
  • No private data, unpublished results, or independently verified deployment claim is included.

Tools & methods

Multimodal RAGPrivate project